Computer Vision – ECCV 2010

Table of Contents

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   Book Overview
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   Chapter 1 Towards Computational Models of the Visual Aesthetic Appeal of Consumer Videos
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   Chapter 2 Object Recognition Using Junctions
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   Chapter 3 Using Partial Edge Contour Matches for Efficient Object Category Localization
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   Chapter 4 Active Mask Hierarchies for Object Detection
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   Chapter 5 From a Set of Shapes to Object Discovery
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   Chapter 6 What Does Classifying More Than 10,000 Image Categories Tell Us?
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   Chapter 7 Modeling and Analysis of Dynamic Behaviors of Web Image Collections
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   Chapter 8 Non-local Characterization of Scenery Images: Statistics, 3D Reasoning, and a Generative Model
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    Chapter 9 Efficient Highly Over-Complete Sparse Coding Using a Mixture Model
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    Chapter 10 Attribute-Based Transfer Learning for Object Categorization with Zero/One Training Example
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    Chapter 11 Image Classification Using Super-Vector Coding of Local Image Descriptors
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    Chapter 12 A Discriminative Latent Model of Object Classes and Attributes
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    Chapter 13 Seeing People in Social Context: Recognizing People and Social Relationships
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    Chapter 14 Discovering Multipart Appearance Models from Captioned Images
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    Chapter 15 Voting by Grouping Dependent Parts
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    Chapter 16 Superpixels and Supervoxels in an Energy Optimization Framework
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    Chapter 17 Convex Relaxation for Multilabel Problems with Product Label Spaces
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    Chapter 18 Graph Cut Based Inference with Co-occurrence Statistics
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    Chapter 19 Ambrosio-Tortorelli Segmentation of Stochastic Images
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    Chapter 20 Multiple Hypothesis Video Segmentation from Superpixel Flows
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    Chapter 21 Object Segmentation by Long Term Analysis of Point Trajectories
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    Chapter 22 Exploiting Repetitive Object Patterns for Model Compression and Completion
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    Chapter 23 Feature Tracking for Wide-Baseline Image Retrieval
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    Chapter 24 Crowd Detection with a Multiview Sampler
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    Chapter 25 A Unified Contour-Pixel Model for Figure-Ground Segmentation
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    Chapter 26 SuperParsing: Scalable Nonparametric Image Parsing with Superpixels
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    Chapter 27 Segmenting Salient Objects from Images and Videos
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    Chapter 28 ClassCut for Unsupervised Class Segmentation
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    Chapter 29 A Dynamic Programming Approach to Reconstructing Building Interiors
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    Chapter 30 Discriminative Mixture-of-Templates for Viewpoint Classification
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    Chapter 31 Efficient Non-consecutive Feature Tracking for Structure-from-Motion
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    Chapter 32 P 2Π: A Minimal Solution for Registration of 3D Points to 3D Planes
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    Chapter 33 Boosting Chamfer Matching by Learning Chamfer Distance Normalization
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    Chapter 34 Geometry Construction from Caustic Images
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    Chapter 35 Archive Film Restoration Based on Spatiotemporal Random Walks
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    Chapter 36 Reweighted Random Walks for Graph Matching
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    Chapter 37 Rotation Invariant Non-rigid Shape Matching in Cluttered Scenes
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    Chapter 38 Loosely Distinctive Features for Robust Surface Alignment
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    Chapter 39 Accelerated Hypothesis Generation for Multi-structure Robust Fitting
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    Chapter 40 Aligning Spatio-Temporal Signals on a Special Manifold
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    Chapter 41 Supervised Label Transfer for Semantic Segmentation of Street Scenes
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    Chapter 42 Category Independent Object Proposals
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    Chapter 43 Photo-Consistent Planar Patches from Unstructured Cloud of Points
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    Chapter 44 Contour Grouping and Abstraction Using Simple Part Models
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    Chapter 45 Computer Vision – ECCV 2010
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    Chapter 46 What Is the Chance of Happening: A New Way to Predict Where People Look
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    Chapter 47 Supervised and Unsupervised Clustering with Probabilistic Shift
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    Chapter 48 Depth-Encoded Hough Voting for Joint Object Detection and Shape Recovery
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    Chapter 49 Shape Analysis of Planar Objects with Arbitrary Topologies Using Conformal Geometry
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    Chapter 50 A Coarse-to-Fine Taxonomy of Constellations for Fast Multi-class Object Detection
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    Chapter 51 Object Classification Using Heterogeneous Co-occurrence Features
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    Chapter 52 Converting Level Set Gradients to Shape Gradients
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    Chapter 53 A Close-Form Iterative Algorithm for Depth Inferring from a Single Image
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    Chapter 54 Learning Shape Segmentation Using Constrained Spectral Clustering and Probabilistic Label Transfer
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    Chapter 55 Weakly Supervised Shape Based Object Detection with Particle Filter
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    Chapter 56 Geodesic Shape Retrieval via Optimal Mass Transport
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    Chapter 57 Image Segmentation with Topic Random Field